Dora Zhao

According to our database, Dora Zhao authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Taxonomy of Challenges to Curating Fair Datasets.

Dora Zhao, Morgan Klaus Scheuerman, Pooja Chitre, Jerone T. A. Andrews, Georgia Panagiotidou, Shawn Walker, Kathleen H. Pine, Alice Xiang

CoRR, 2024

Position: Measure Dataset Diversity, Don't Just Claim It.

Dora Zhao, Jerone T. A. Andrews, Orestis Papakyriakopoulos, Alice Xiang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes.

Yusuke Hirota, Jerone Theodore Alexander Andrews, Dora Zhao, Orestis Papakyriakopoulos, Apostolos Modas, Yuta Nakashima, Alice Xiang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Ethical Considerations for Collecting Human-Centric Image Datasets.

Jerone T. A. Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Shruti Nagpal, Alice Xiang

CoRR, 2023

Beyond web-scraping: Crowd-sourcing a geographically diverse image dataset.

Vikram V. Ramaswamy, Sing Yu Lin, Dora Zhao, Aaron B. Adcock, Laurens van der Maaten, Deepti Ghadiyaram, Olga Russakovsky

CoRR, 2023

GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition.

Vikram V. Ramaswamy, Sing Yu Lin, Dora Zhao, Aaron Adcock, Laurens van der Maaten, Deepti Ghadiyaram, Olga Russakovsky

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Ethical Considerations for Responsible Data Curation.

Jerone Theodore Alexander Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Alice Xiang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Men Also Do Laundry: Multi-Attribute Bias Amplification.

Dora Zhao, Jerone Theodore Alexander Andrews, Alice Xiang

Proceedings of the International Conference on Machine Learning, 2023

Gender Artifacts in Visual Datasets.

Nicole Meister, Dora Zhao, Angelina Wang, Vikram V. Ramaswamy, Ruth Fong, Olga Russakovsky

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Augmented Datasheets for Speech Datasets and Ethical Decision-Making.

Orestis Papakyriakopoulos, Anna Seo Gyeong Choi, William Thong, Dora Zhao, Jerone Theodore Alexander Andrews, Rebecca Bourke, Alice Xiang, Allison Koenecke

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

2022

REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets.

Angelina Wang, Alexander Liu, Ryan Zhang, Anat Kleiman, Leslie Kim, Dora Zhao, Iroha Shirai, Arvind Narayanan, Olga Russakovsky

Int. J. Comput. Vis., 2022

Understanding Teenage Perceptions and Configurations of Privacy on Instagram.

Dora Zhao, Mikako Inaba, Andrés Monroy-Hernández

CoRR, 2022

2021

Understanding and Evaluating Racial Biases in Image Captioning.

Dora Zhao, Angelina Wang, Olga Russakovsky

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021